Mathematical Analysis on Information-Theoretic Metric Learning With Application to Supervised Learning.
Jooyeon ChoiChohong MinByungjoon LeePublished in: IEEE Access (2019)
Keyphrases
- information theoretic
- mathematical analysis
- metric learning
- mutual information
- information theory
- supervised learning
- theoretic framework
- semi supervised
- distance metric
- learning tasks
- information bottleneck
- training data
- jensen shannon divergence
- pairwise
- reinforcement learning
- distance function
- information theoretic measures
- machine learning
- jensen shannon
- distance metric learning
- data mining
- multi task
- semi supervised learning
- labeled data
- dimensionality reduction
- active learning
- feature space
- feature selection
- computer vision